Action Anticipation
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Benchmarks
EPIC-KITCHENS-100
EPIC-KITCHENS-100 (test)
EGTEA
Assembly101
EgoExoLearn
50-Salads
Most implemented
Rescaling Egocentric Vision
PL-NBA: A Possession-level Universal Basketball Video Dataset Supporting Multiple Visual Understanding Tasks
Temporal Aggregate Representations for Long-Range Video Understanding
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video
HalluciNet-ing Spatiotemporal Representations Using a 2D-CNN
Papers
NextMe-800: Anticipating Personal Behavior from Months of Egocentric Video
We often plan ambitiously yet act habitually and wonder, in retrospect, whether we would have planned differently had we known what we would actually do. Hindsight offers a valuable perspective on past decisions, althoug…
Action AnticipationPose-Anchored Optical Flow for Low-Latency Human Action Anticipation in Human-Robot Teaming
Human-robot interaction (HRI) requires robots to interpret human actions early in their execution in order to respond safely, efficiently, and naturally. However, many existing approaches to human action recognition rely…
Action AnticipationAction RecognitionPL-NBA: A Possession-level Universal Basketball Video Dataset Supporting Multiple Visual Understanding Tasks
Visual understanding in sports has emerged as a hot topic in computer vision in recent years. Most existing basketball video datasets adopt single action or activity as sample, which can neither preserve the temporal con…
Temporal Action LocalizationAction AnticipationVideo CaptioningZero-Shot Skeleton-Based Action Anticipation
Action anticipation (AA) aims to recognize ongoing human or humanoids actions from partial observations, enabling robots to predict intentions before the actions are completed. Although skeleton-based AA offers efficienc…
Zero-shot GeneralizationAction AnticipationSoccerNet 2026 Challenges Results
The SoccerNet 2026 Challenges constitute the sixth annual edition of the SoccerNet open benchmarking effort, dedicated to advancing computer vision research in sports video understanding. This year's challenges span five…
Visual Question AnsweringNovel View SynthesisAction AnticipationAction SpottingFactCheck: Feasibility-aware Long-term Action Anticipation with Multi-agent Collaboration
Long-term action anticipation (LTA) aims to predict an ordered sequence of future verb-noun actions from a partially observed video. While this task serves as the foundation for embodied intelligence, anticipating physic…
Action AnticipationAction Recognition